Adjusting for population differences using machine learning methods

Lauren Cappiello, Zhiwei Zhang, Changyu Shen, Neel M. Butala, Xinping Cui, Robert W. Yeh

Research output: Contribution to journalArticlepeer-review

Original languageEnglish
Pages (from-to)750-769
Number of pages20
JournalJournal of the Royal Statistical Society. Series C: Applied Statistics
Volume70
Issue number3
DOIs
StatePublished - Jun 2021
Externally publishedYes

ASJC Scopus Subject Areas

  • Statistics and Probability
  • Statistics, Probability and Uncertainty

Keywords

  • causal inference
  • covariate adjustment
  • double robustness
  • real-world evidence
  • semiparametric theory
  • super learner

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